Breath testing, which links specific volatile molecular biomarkers in exhaled breath to medical conditions, is becoming increasingly popular as a non-invasive and potentially inexpensive diagnostic method for various diseases. NA-NOSE performs odor detection from exhaled breath, thus producing a distinct fingerprint for each mixture of analytes.